Navigation of mobile robots using a fuzzy behaviorist approach and custom-designed fuzzy inferencing boards

Author:

Pin François G.,Watanabe Yutaka

Abstract

SummaryTwo types of computer boards incorporating recently developed VLSI fuzzy inferencing chips have been developed to support the addition of qualitative reasoning capabilities to the real-time control of robotic systems. The design and operation of these boards are first reviewed and their use, in conjunction with our proposed Fuzzy Behaviorist approach, is discussed. This approach uses superposition of elemental sensor-based behaviors expressed in the Fuzzy Sets theoretic framework, to emulate "human-like" reasoning inrobotic systems.

Publisher

Cambridge University Press (CUP)

Subject

Computer Science Applications,General Mathematics,Software,Control and Systems Engineering

Reference24 articles.

1. 21. Pin F.G. , Watanabe H. , Symon J.R. and Pattay R.S. , “Using custom-designed VLSI fuzzy inferencing chips for the autonomous navigation of a mobile robot” Proceedings of IROS'92, the 1992 IEEE/RSJ International Conference on Intelligent Robots and Systems, Raleigh, North Carolina, July 7–10, 1992 (1992) pp. 790–795.

2. 18. Watanabe Y. and Pin F.G. . “Sensor-based navigation of a mobile robot using automatically constructed fuzzy rules” Proceedings of ICAR '93 the International Conference on Advanced Robotics, Tokyo, Japan, November 1–2, 1993 (1993) pp. 81–87.

3. 17. Pin F.G. and Watanabe Y. , “A fuzzy behavior approach for approximate perception data-based control of autonomous robots” IEEE Transactions on Fuzzy Systems (in review).

4. On the design and development of a human-robot synergistic system

5. Fuzzy control of a mobile robot for obstacle avoidance

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